{"id":"W2944432926","doi":"10.1186/s12883-019-1276-8","title":"Characterizing advanced Parkinson’s disease: OBSERVE-PD observational study results of 2615 patients","year":2019,"lang":"en","type":"article","venue":"BMC Neurology","topic":"Parkinson's Disease Mechanisms and Treatments","field":"Medicine","cited_by":119,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University of Toronto","funders":"Allergan; UCB Pharma; Seqirus; AOP Orphan; EVER Neuro Pharma; Università degli Studi di Torino; University of Toronto; International Parkinson and Movement Disorder Society; Austrian Science Fund; Sunovion; Ipsen; H. Lundbeck A/S; Boston Scientific Corporation; Teva Pharmaceutical Industries","keywords":"Medicine; Observational study; Quality of life (healthcare); Neurology; Parkinson's disease; Dyskinesia; Neurosurgery; Disease; Neuroradiology; Physical therapy; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001578092,0.0003650248,0.0006831644,0.000661875,0.0004738426,0.0008008868,0.0003422047,0.0004789015,0.0008626793],"category_scores_gemma":[0.002301644,0.0003945243,0.0007404551,0.0009645104,0.0003131551,0.000523257,0.0008020619,0.0005096197,0.0003023308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005545999,"about_ca_system_score_gemma":0.000446181,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006231557,"about_ca_topic_score_gemma":0.006689533,"domain_scores_codex":[0.998937,0.0002446153,0.0001787395,0.0003324982,0.0002123559,0.00009481421],"domain_scores_gemma":[0.9976652,0.0003970012,0.00109877,0.0002047197,0.0003060343,0.0003283751],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001870989,0.0000459454,0.9990253,0.00001407363,0.0000574712,0.00003062565,0.0001042154,0.00002138635,0.00007646428,0.000003671066,0.00004934932,0.0003843687],"study_design_scores_gemma":[0.00003827033,0.0003368388,0.9988143,0.000009181026,0.0000569522,0.0001957186,0.0002335739,0.00008925392,0.0000467561,0.000005408717,0.0001701536,0.000003630936],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985428,0.000134591,0.00008589425,0.000009405041,0.000002389736,0.00002574423,0.0009839841,0.000001758177,0.0002134507],"genre_scores_gemma":[0.9977315,0.00008589227,0.0001110054,0.00002213581,0.000006015219,0.00003488569,0.001898514,0.000002013474,0.0001080045],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006231557,"threshold_uncertainty_score":0.01239055,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05612196184969593,"score_gpt":0.2938897077767285,"score_spread":0.2377677459270325,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}